Model comparison
Claude Opus 4.7 vs MiMo-V2-Pro
Head-to-head evidence from 14 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
BenchAlign evidence: Claude Opus 4.7 supported; MiMo-V2-Pro supported. Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Claude Opus 4.7 and MiMo-V2-Pro share 14 comparable benchmark results. 0 of 8 categories are comparable. 8 results are unique to Claude Opus 4.7; 2 to MiMo-V2-Pro.
Updated July 15, 2026- Shared results
- 14
- Claude Opus 4.7 only
- 8
- MiMo-V2-Pro only
- 2
- Comparable categories
- 0 / 8
Benchmark data for Claude Opus 4.7 and MiMo-V2-Pro is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 14 shared benchmark results across 5 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Claude Opus 4.7 | Δ | MiMo-V2-Pro |
|---|---|---|---|
| Coding | Claude Opus 4.7Not measured | MarginNo overlap | MiMo-V2-Pro78.0 |
| Math | Claude Opus 4.738.6 | MarginNo overlap | MiMo-V2-ProNot measured |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Claude Opus 4.7 | MiMo-V2-Pro | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Claude Opus 4.7$5 input / $25 output | MiMo-V2-ProNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Claude Opus 4.7Not available | MiMo-V2-ProNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Claude Opus 4.7Not available | MiMo-V2-ProNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Claude Opus 4.71M | MiMo-V2-Pro1M | Listed context windows are equal. |
Benchmark Deep Dive
Agentic5 benchmarks
Coding6 benchmarks
| Benchmark | Claude Opus 4.7 | MiMo-V2-Pro | Result |
|---|---|---|---|
| Vibe Code BenchSource | 71.00% | — | Not comparable |
| React Native EvalsSource | 82.8% | — | Not comparable |
| Terminal-Bench HardSource | 54.5% | 40.9% | Claude Opus 4.7 leads |
| AA-SciCodeSource | 50.1% | 42.5% | Claude Opus 4.7 leads |
| FrontierCodeSource | 38.5% | — | Not comparable |
| SWE-bench VerifiedSource | — | 78% | Not comparable |
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Claude Opus 4.7 | MiMo-V2-Pro | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 42.7% | 40.3% | Claude Opus 4.7 leads |
| AA-GPQA DiamondSource | 88.5% | 87.0% | Claude Opus 4.7 leads |
| AA-HLESource | 31.2% | 28.3% | Claude Opus 4.7 leads |
| AA-Omniscience IndexSource | 14.2% | 4.9% | Claude Opus 4.7 leads |
| AA-Omniscience AccuracySource | 43.5% | 26.8% | Claude Opus 4.7 leads |
| AA-Omniscience Hallucination RateSource | 51.9% | 29.9% | MiMo-V2-Pro leads |
Math2 benchmarks
Multimodal2 benchmarks
Inst. Following1 benchmarks
| Benchmark | Claude Opus 4.7 | MiMo-V2-Pro | Result |
|---|---|---|---|
| AA-IFBenchSource | 43.6% | 68.8% | MiMo-V2-Pro leads |
Frequently Asked Questions (3)
Can I compare Claude Opus 4.7 and MiMo-V2-Pro on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Claude Opus 4.7 and MiMo-V2-Pro today?
Claude Opus 4.7: $5.00 input / $25.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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